arashsajjadi/Stockfish-DQN-Agent

♟️ Optimized Chess RL Trainer using DQN vs Stockfish. Built with PyTorch and python-chess, it learns using per-move rewards from Stockfish evaluations. Implements Prioritized Experience Replay (PER) and parallel CPU/GPU execution for faster training. The agent dynamically adjusts Stockfish skill level based on performance.

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sedhehe/Smart_Traffic_Management_System_Using_YOLOv11_and_GBML_DQN

This my major project where we control the traffic signal based on the traffic density and prioritizing emergency vehicles if present using GBML-DQN and detect vehicles using YOLOv11

Language: Python - Size: 68.5 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

bbordere/Learn2Slither

Snake game using reinforcement learning

Language: Python - Size: 1.89 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Abhigyan126/Track-DQN

A simulation built with Pygame to teach a car to drive using Deep Q-Learning (DQN) and raycast sensors on procedurally generated roads.

Language: Python - Size: 1.47 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 1

markbakos/ai-project-recommender

Discover personalized GitHub project recommendations powered by a DQN reinforcement learning agent to inspire you for your next project.

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sundarielango95/DQNforUnity

DQN model for use with Unity games

Language: Python - Size: 5.86 KB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

yarinbnyamin/DQN

Deep Q-Learning Network using PyTorch

Language: Jupyter Notebook - Size: 3.91 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

FABallemand/crazy_machine

Reinforcement learning on 2D video game

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shreyasngredd/ReinforcementLearning

Four python code files experimenting with reinforcement learning

Language: Python - Size: 12.7 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

jakemaz66/Reinforcement_Learning_Algorithms

Custom implementations of RL algorithms that can solve complex tasks like Atari games

Language: Python - Size: 215 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Amirarsalan-sn/CartPoleV1

CartPole v1 of gymnasium library solved using two Reinforcement learning algorithms(DQN and SARSA) with two policies (epsilon-greedy and Boltzmann), with results.

Language: Python - Size: 2.97 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

dfoshidero/RLModels-Doom_CartPole

Collection of Reinforcement Learning models for training in the VizDoom and CartPole environments. Developed by Group 2 for the University of Bath's CM50270 module, exploring advanced strategies for models navigating complex situations.

Language: Jupyter Notebook - Size: 504 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Rajarshi1001/CS780

Repository contains codes for the course CS780: Deep Reinforcement Learning

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sagnik1511/RL-PyTorch

Reinforcement Learning Implementations in PyTorch

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Onishenko-sci/SimToRealRL

Gymnasium environment based on real room and robot

Language: Python - Size: 36.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

EnriqManComp/Lunar-Lander-DRL-Dueling-DoubleDQN

This is a Deep Reinforcement Learning solution for the Lunar Lander problem in OpenAI Gym using dueling network architecture and the double DQN algorithm.

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redEddie/turtlebot3_machine_learning Fork of ROBOTIS-GIT/turtlebot3_machine_learning

minor upgrade for ttb3 from melodic to noetic with pytorch

Language: Python - Size: 27.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

AbhishekRS4/DRL_assignments

Deep Reinforcement Learning

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fiore42/Prisoner-Dilemma-DQN-Python

Iterative Prisoner Dilemma - Tournament of 20+ classic strategies and an ML player built with DQN

Language: Python - Size: 7.34 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

thabsheerjm/DQN_atari-Breakout

DQN agent playing atari breakout game on Openai Gym environment

Language: Python - Size: 2.63 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

wiitt/DQN-Car-Racing

Implementation of DQN and DDQN algorithms for Playing Car Racing Game

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GSJProgo/RL-Catan

PyTorch-based reinforcement learning implementation of A3C and DQN algorithms for a 2-player Catan environment

Language: Python - Size: 231 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

HyeAnn-Lee/DQN-gordicaleksa Fork of gordicaleksa/pytorch-learn-reinforcement-learning

Forked from gordicaleksa

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arya-ebrahimi/rl-playground

tabular and deep rl algorithms

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d4niee/DeepQLearning-SnakeGame

This project implements an AI that learns the Snake game through Deep Q-Learning. It uses Fast Forward and CNN-based training to learn the optimal game strategy and visualises the learning process.

Language: Python - Size: 1.41 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

tinsir888/Competition_AAMAS2023 Fork of jidiai/Competition_AAMAS2023 📦

source code for AAMAS 2023 Imperfect-information Card Game Competition

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Tsilkow/Rainbow-DQN

Implementation of Rainbow DQN, a combination of recent improvements in DQN algorithms from paper by (Hessel 2017)

Language: Python - Size: 5.79 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

kaneda2004/ReinforcementLearningTextCompression

A rudimentary implementation of DQN RL for Text Compression

Language: Python - Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

filesmuggler/sneaky_snakes

Snake game with RL

Language: Python - Size: 2.5 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

00dhkim/Tank-RL

2022 K-전차 인공지능 챌린지 대회 - 환경 구축 및 강화학습 구현

Language: Jupyter Notebook - Size: 18.2 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

yl-code-it/Q_Learning_RL_Robotic_Path_Planning_2D_Gridworld

Robot Manipulator Path Planning using Q-Learning – 2D Grid World Case Study

Language: Python - Size: 30.3 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

zhuohann/NavigationDQN

Language: Jupyter Notebook - Size: 343 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

nithiroj/DQN-Navigation

Deep Q-network reinforcement learning.

Language: ASP - Size: 23.8 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

UoA-CARES/mobile_robot_learning_testbed

Implementation of Reinforcement Learning Based Autonmous Control of a TurtleBot2 as a substitute for a Formula SAE Car

Language: Python - Size: 551 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

bit-baker/DQN_DDQN

Value Based and policy gradient Algorithms Implementation on single and multi agent environments.

Language: Jupyter Notebook - Size: 1.95 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

bit-baker/Fairness-in-Multi-Agent-Systems

Ensuring trust among agents using Multi-Agent Deep Reinforcement Learning

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niranjana1997/Nokia_Snake_Game_With_Reinforcement-Learning

This project is about implementing the reinforcement learning algorithm Deep Q-Learning on the Nokia's Snake Game to predict the actions. It makes use of the Python's Pygame and Pytorch libraries.

Language: Python - Size: 53.7 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

BPDanek/learning-reinforcement-learning

Learning DQN in OpenAI Gym with pytorch

Language: Python - Size: 75 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

reskipper/CTGAN-DQN

(Archived📂) Try to use GAN to enrich the experience replay in DQN. (NOT ideal, 2021)

Language: Python - Size: 4.88 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

carlacodes/atchekegroup1lunarlanding

Repo hosting the NMA Deep Learning - Lunar Lander transfer learning project repository for Group 1, Atcheke Pod (transferlanders)

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mrdvince/reinforcement_learning 📦

A bunch of reinforcement learning implementations in PyTorch, will eventually include Deep Q-Networks (DQN), Deep Deterministic Policy Gradients (DDPG) etc

Language: Python - Size: 191 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

nsoojin/deep-reinforcement-learning

Deep Reinforcement Learning Nanodegree program

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drthgz/DQN-Navigate_bananas

My attempt and submission of DQN implementation to navigate Unity environment to collect yellow Banana and avoid blue Banana.

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AshwinSankar17/DeepRL

Various algorithms implemented with CLI for easier training and testing purposes

Language: Python - Size: 35.1 MB - Last synced at: 11 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

jerrywn121/FlappyBird_Pytorch_DQN

Pytorch Implementation of DQN for Playing Flappy Bird

Language: Python - Size: 10.7 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

kirilllzaitsev/solving_maze_with_RL

Project aims at probing various RL strategies to solve the labyrinth environment

Language: Python - Size: 3.27 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

YimingQiao/RL-Enduro

Deep Reinforcement Learning for for Atari Game

Language: Python - Size: 190 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

wangzishuo2002/reinforcement_learning_tutorials

simple reinforcement learning simulation for DQN and DDPG

Language: Python - Size: 2.81 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

ArianeDlns/rl-practice

This repository contains practical session for the Reinforcement Learning course @CentraleSupélec

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MoonOutCloudBack/Q-learning-demo

Naive reproductions of 1) Q-learning, 2) Sarsa, 3) DQN / DDQN

Language: Python - Size: 454 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

iamvigneshwars/cartpole-dqn-pytorch

AI Agent learn to sole the cart and pole environment in the OpenAI gym. The agent is built using deep-q-network to approximate the q-values of state-action pair.

Language: Python - Size: 733 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

foersterrobert/Space-Invaders-AI

Language: Python - Size: 12.5 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

DigZator/cartpole-v0-DQN

Solving the gym cartpole v0 problem

Language: Python - Size: 716 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

maxbundscherer/ml-game

Just another approach to do machine learning stuff on games.

Language: Python - Size: 902 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

smitkiri/deep_q_learning

Implementation of various Deep Q-Network (DQN) variants

Language: Python - Size: 855 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

atahanyorganci/dqn

DQN model developed for Bilkent University CS 464 Term Project

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gowrijsuria/DeepQNetwork

Implementation of Deep Q Network in Pybullet

Language: Python - Size: 7.11 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

lovesaroha/Snake-Game-Training

Teaching AI to play snake game using (Pytorch, Pygame).

Language: Python - Size: 17.6 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

KiUngSong/RL

Repository of Various Test & Implementation of RL

Language: Jupyter Notebook - Size: 8.73 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

abdullahalzubaer/DQN-PyTorch

DQN implementation using PyTorch for CartPole-v0 environment.

Language: Python - Size: 209 KB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 1

elifons/DeepRL-Navigation

Implementation of a DQN agent

Language: Jupyter Notebook - Size: 4.02 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

joao-d-oliveira/RL-SmartAgent-BananaGame

OpenAI Banana Game Reinforced Learning

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USC-CSCI527-Spring2021/Doodle-Jump

Language: Python - Size: 5.3 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

sizzle0121/Deep-FlappyBird

Playing Flappy Bird based on Deep Q Network (DQN) and Dueling DQN

Language: Python - Size: 50.1 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

Manisha2612/Lunar-Lander-DQN-DDQN

Deep Reinforcement Learning on Lunar Lander gym environment

Language: Jupyter Notebook - Size: 314 KB - Last synced at: 11 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

nkarasovd/HSE_Reinforcement_Learning

:robot: Materials and homework assignments for HSE reinforcement learning course

Language: Python - Size: 915 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

zhihanyang2022/pytorch-dqn

A minimalistic and friendly implementation of DQN using PyTorch.

Language: Python - Size: 209 KB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

ichuniq/Data-Science

Courseworks in Data Science, Spring '20: including RL, Optimization, Deep Compression and more

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HiroForYou/Snake-PyTorch

Agent based on DQN to solve the problem of the snake and the food (Snake).

Language: Python - Size: 970 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

nlddfn/Udacity_RL_P1_D3QN

Project 1: Train agent on UnityEnvironment (Banana App) using Double Dueling Q Network

Language: Jupyter Notebook - Size: 535 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

kyle-jarvis/drlnd-navigation

A development environment for building, experimenting with, comparing and evaluating Deep Reinforcement Learning Agents. Specifically includes solution to Navigation project of Udacity's Deep Reinforcement Learning Nanodegree.

Language: Python - Size: 12.2 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

jeffasante/chrome-dino-RL

Deep Q-Learning Network in pytorch.

Language: Python - Size: 5.24 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

MarcinPerka/FrozenLakeRL

Implementation of Reinforcement Learning temporal-differences methods in Frozen Lake environment.

Language: Python - Size: 21.5 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

srikanthkb/Q-Learning-Agents

Implementing Deep Q Network and its improvement techniques using Pytorch

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atharva-tendle/rl-navigation

DQN agent which navigates an environment and collects bananas.

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Intelligent-Systems-Phystech/BasicDeepNets 📦

Basic neural nets, explained and implemented

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shangeth/DRL-Navigator

Language: Jupyter Notebook - Size: 2.57 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

henry32144/drlnd-navigation

Using DQN to train an agent to collect banana!

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HegdeChaitra/Atari_RL_agent

Implementation of DQN and DDQN algorithms in Pytorch to play Atari game

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R6/autonomous-learning-library

A PyTorch library for building deep reinforcement learning agents.

Language: Python - Size: 55.8 MB - Last synced at: over 1 year ago - Stars: 0 - Forks: 0